{"id":"https://openalex.org/W2559754876","doi":"https://doi.org/10.1109/access.2016.2635941","title":"QoI-Aware Unified Framework for Node Classification and Self-Reconfiguration Within Heterogeneous Visual Sensor Networks","display_name":"QoI-Aware Unified Framework for Node Classification and Self-Reconfiguration Within Heterogeneous Visual Sensor Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2559754876","doi":"https://doi.org/10.1109/access.2016.2635941","mag":"2559754876"},"language":"en","primary_location":{"id":"doi:10.1109/access.2016.2635941","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2635941","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2016.2635941","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016118746","display_name":"A. Amjad","orcid":"https://orcid.org/0000-0003-1693-4054"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anas Amjad","raw_affiliation_strings":["Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1693-4054","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059579517","display_name":"Alison Griffiths","orcid":"https://orcid.org/0000-0001-8391-7751"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Griffiths","raw_affiliation_strings":["Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054722867","display_name":"Mohammad Patwary","orcid":"https://orcid.org/0000-0003-2878-5295"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Patwary","raw_affiliation_strings":["Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and Sciences, Staffordshire University, Stoke-on-Trent, U.K","institution_ids":["https://openalex.org/I198012923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I198012923"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.166055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"9027","last_page":"9042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8062354326248169},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.7677085399627686},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7237567901611328},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6313972473144531},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.550374448299408},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5212367177009583},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5156996846199036},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4746459126472473},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45344194769859314},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4411359429359436},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41778823733329773},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35796985030174255},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33631765842437744},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13681921362876892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8062354326248169},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.7677085399627686},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7237567901611328},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6313972473144531},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.550374448299408},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5212367177009583},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5156996846199036},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4746459126472473},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45344194769859314},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4411359429359436},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41778823733329773},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35796985030174255},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33631765842437744},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13681921362876892},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2016.2635941","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2635941","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.staffs.ac.uk:5102","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401113","display_name":"Staffordshire Online Repository (Staffordshire University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I198012923","host_organization_name":"University of Staffordshire","host_organization_lineage":["https://openalex.org/I198012923"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:4174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ACCESS.2016.2635941","pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:cceb8ef0d98145529e52c054ce65f6e5","is_oa":true,"landing_page_url":"https://doaj.org/article/cceb8ef0d98145529e52c054ce65f6e5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 4, Pp 9027-9042 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2016.2635941","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2016.2635941","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1558757797","https://openalex.org/W1582149471","https://openalex.org/W1699329169","https://openalex.org/W1883040819","https://openalex.org/W1982459270","https://openalex.org/W1996932884","https://openalex.org/W1999417451","https://openalex.org/W2001315496","https://openalex.org/W2009971358","https://openalex.org/W2010586245","https://openalex.org/W2011384188","https://openalex.org/W2013987500","https://openalex.org/W2020940816","https://openalex.org/W2032283084","https://openalex.org/W2056371431","https://openalex.org/W2061874853","https://openalex.org/W2066065861","https://openalex.org/W2068407354","https://openalex.org/W2082388254","https://openalex.org/W2086775845","https://openalex.org/W2098920620","https://openalex.org/W2104758712","https://openalex.org/W2105561450","https://openalex.org/W2105658590","https://openalex.org/W2106321985","https://openalex.org/W2109599521","https://openalex.org/W2120858508","https://openalex.org/W2134044480","https://openalex.org/W2140059648","https://openalex.org/W2143816931","https://openalex.org/W2163798820","https://openalex.org/W2316832425","https://openalex.org/W2321785408","https://openalex.org/W2329540976","https://openalex.org/W2342732463","https://openalex.org/W2415242970","https://openalex.org/W2474054793","https://openalex.org/W3097096317","https://openalex.org/W4301379554","https://openalex.org/W6639329330","https://openalex.org/W6665922116","https://openalex.org/W6681372613"],"related_works":["https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W1988127757","https://openalex.org/W4248634784","https://openalex.org/W2130594209","https://openalex.org/W2057601146"],"abstract_inverted_index":{"Due":[0],"to":[1,53,86,147,153,215],"energy":[2,11,34,217],"and":[3,66,183,211],"throughput":[4],"constraints":[5],"of":[6,15,36,43,91,108,120,133,143,164,181,199],"visual":[7,20,109,144,150],"sensing":[8,110,126,145],"nodes,":[9],"in-node":[10],"conservation":[12],"is":[13,71,137,168,192],"one":[14],"the":[16,33,98,106,118,121,125,130,157,165,188,196,204],"prime":[17],"concerns":[18],"in":[19,69,201,213],"sensor":[21],"networks":[22],"(VSNs)":[23],"with":[24,30,129,219],"wireless":[25],"transceiving":[26],"capability.":[27],"To":[28],"cope":[29],"these":[31],"constraints,":[32],"efficiency":[35],"a":[37,40,60,88,95,102,135],"VSN":[38],"for":[39,63,94,105,139,195],"given":[41,96],"level":[42],"reliability":[44],"can":[45],"be":[46],"enhanced":[47],"by":[48,116,173],"reconfiguring":[49],"its":[50,208],"nodes":[51,111,146],"dynamically":[52],"achieve":[54],"optimal":[55],"configurations.":[56],"In":[57],"this":[58],"paper,":[59],"unified":[61,205],"framework":[62,75,100,167,206],"node":[64],"classification":[65,107],"dynamic":[67,131],"self-reconfiguration":[68],"VSNs":[70],"proposed.":[72],"The":[73,162],"proposed":[74,99,166],"incorporates":[76],"quality-of-information":[77],"(QoI)":[78],"awareness":[79],"using":[80],"peak":[81],"signal-to-noise":[82],"ratio-based":[83],"representative":[84],"metric":[85],"support":[87],"diverse":[89],"range":[90],"applications.":[92],"First,":[93],"application,":[97],"provides":[101],"feasible":[103],"solution":[104],"based":[112],"on":[113],"their":[114],"field-of-view":[115],"exploiting":[117],"heterogeneity":[119,200],"targeted":[122,202],"QoI":[123,177],"within":[124],"region.":[127],"Second,":[128],"realization":[132],"QoI,":[134,203],"strategy":[136],"devised":[138],"selecting":[140],"suitable":[141],"configurations":[142],"reduce":[148],"redundant":[149],"content":[151],"prior":[152],"transmission":[154],"without":[155],"sacrificing":[156],"expected":[158],"information":[159],"retrieval":[160],"reliability.":[161,224],"robustness":[163],"evaluated":[169],"under":[170],"various":[171],"scenarios":[172],"considering:":[174],"1)":[175],"target":[176],"thresholds;":[178],"2)":[179],"degree":[180,198],"heterogeneity;":[182],"3)":[184],"compression":[185],"schemes.":[186],"From":[187],"simulation":[189],"results,":[190],"it":[191],"observed":[193],"that":[194],"second":[197],"outperforms":[207],"existing":[209],"counterparts":[210],"results":[212],"up":[214],"72%":[216],"savings":[218],"as":[220,222],"low":[221],"94%":[223]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}